PCA mix‐based Hotelling's T2 multivariate control charts for intrusion detection system

Abstract Most of the data, which is in the field of network intrusion detection, have the characteristics of a mixture of high‐dimensional datasets of continuous and categorical variables. It easily leads the traditional multivariate control chart to get the error detection results. Hotelling's...

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Bibliographic Details
Main Authors: Mo Shaohui, Gulanbaier Tuerhong, Mairidan Wushouer, Tuergen Yibulayin
Format: Article
Language:English
Published: Wiley 2022-05-01
Series:IET Information Security
Subjects:
Online Access:https://doi.org/10.1049/ise2.12051
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